blah blah

This file belongs to the repository: https://github.com/drisso/awst_analysis.

The code is released with license GPL v3.0.

(Note: I don’t think we can release these images with GPL license, to be removed from final file) # Benchmarking single cell RNA-sequencing analysis pipelines using mixture control experiments (Nature) ### Supplementary Figure 3 Visualization of representative benchmarking datasets using t-SNE and UMAP and violin plot of the number of doublets. (a) t-SNE and UMAP visualizations of 4 datasets. From left to right: 10X single cell using 3 cell lines; 10X single cell using 5 cell lines; a CEL-seq2 cell mixture and a CEL-seq2 RNA mixture. Each point represents a cell or ‘pseudo cell’ and the number of cells in each plot is indicated in the title. (b) Violin plot of doublets in each dataset, identified using Demuxlet (DBL: doublet, SNG: single cell). The number of single cells and doublets are shown on top of each violin. Doublets were excluded when calculating the performance metrics.

Supplementary Figure 5: Example clustering results and summary of clustering performance using ARI and the number of clusters.

  1. Examples of clustering results visualized by PCA (top) and t-SNE (bottom), with different colours representing the cluster assignments made by the selected method. The sample sizes are 340 for RNAmix_CEL-seq2, 285 for cellmix3 and 274 for sc_CEL-seq2. Coefficients obtained from linear models fitted using the ARI (b) or the number of clusters (c) as dependent variables, and experimental design, normalization methods, imputation methods and clustering methods as covariates. The coefficients measure whether particular features have positive or negative associations with the dependent variables.

Install and load awst

if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("drisso/awst")
#BiocManager::install("GIS-SP-Group/RCA")
#BiocManager::install("hgu133plus2.db")

Setup

jobName <- "mixoloy20200904"
source(url("https://raw.githubusercontent.com/drisso/awst_analysis/master/functions.R"))

true_number_of_clusters <- c(3, 5, 7, 10, 10)
names(true_number_of_clusters) <- c("sc_10x", "sc_10x_5cl", "RNAmix_celseq2", "cellmix4", "cellmix3")
####
results <- matrix(NA, ncol = 5, nrow = 90)
colnames(results) <- c("where", "what", "silhouette", "NDE", "R2")
k <- 1
save_plots <- FALSE

compute_r2 <- function(y, labs) {
  if(all(y==0)) {
    return(NA)
  }
  fit <- lm(y ~ labs)
  res <- summary(fit)
  return(res$r.squared)
}

get_r2 <- function(datamat, labs) {
  r2 <- apply(datamat, 2, compute_r2, labs)
  return(r2)
}

compute_de <- function(y, labs) {
  if(all(y==0)) {
    return(1)
  }
  fit <- lm(y ~ labs)
  res <- anova(fit)
  return(res[1,5])
}

get_de <- function(datamat, labs) {
  pvals <- apply(datamat, 2, compute_de, labs)
  return(datamat[,pvals <= 5e-5])
}

sc_10x_5cl

prefix <- "sc_10x_5cl"
con <- gzcon(url("https://github.com/LuyiTian/sc_mixology/blob/master/data/csv/sc_10x_5cl.metadata.csv.gz?raw=true"))
annotation.df <- read.csv(textConnection(readLines(con)))
annotation.df$cell.col <- factor(annotation.df$cell_line)
levels(annotation.df$cell.col) <- c("gold", "red", "blue", "magenta", "green3")
annotation.df$cell.col <- as.character(annotation.df$cell.col)
annotation.df$cell_line <- paste0("mix", annotation.df$mix)

con <- gzcon(url("https://github.com/LuyiTian/sc_mixology/blob/master/data/csv/sc_10x_5cl.count.csv.gz?raw=true"))
ddata <- read.csv(textConnection(readLines(con)))

both <- intersect(colnames(ddata), rownames(annotation.df))
ddata <- ddata[, both]
annotation.df <- annotation.df[both,]
prefix <- "sc_10x_5cl"
save(ddata, annotation.df, prefix, file = paste0(prefix, "_counts.RData"))
library(awst)
library(EDASeq)
## Loading required package: Biobase
## Loading required package: BiocGenerics
## Loading required package: parallel
## 
## Attaching package: 'BiocGenerics'
## The following objects are masked from 'package:parallel':
## 
##     clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
##     clusterExport, clusterMap, parApply, parCapply, parLapply,
##     parLapplyLB, parRapply, parSapply, parSapplyLB
## The following objects are masked from 'package:stats':
## 
##     IQR, mad, sd, var, xtabs
## The following objects are masked from 'package:base':
## 
##     anyDuplicated, append, as.data.frame, basename, cbind, colnames,
##     dirname, do.call, duplicated, eval, evalq, Filter, Find, get, grep,
##     grepl, intersect, is.unsorted, lapply, Map, mapply, match, mget,
##     order, paste, pmax, pmax.int, pmin, pmin.int, Position, rank,
##     rbind, Reduce, rownames, sapply, setdiff, sort, table, tapply,
##     union, unique, unsplit, which, which.max, which.min
## Welcome to Bioconductor
## 
##     Vignettes contain introductory material; view with
##     'browseVignettes()'. To cite Bioconductor, see
##     'citation("Biobase")', and for packages 'citation("pkgname")'.
## Loading required package: ShortRead
## Loading required package: BiocParallel
## Loading required package: Biostrings
## Loading required package: S4Vectors
## Loading required package: stats4
## 
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## 
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## Loading required package: IRanges
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## 
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## Loading required package: Rsamtools
## Loading required package: GenomeInfoDb
## Loading required package: GenomicRanges
## Loading required package: GenomicAlignments
## Loading required package: SummarizedExperiment
## Loading required package: DelayedArray
## Loading required package: matrixStats
## 
## Attaching package: 'matrixStats'
## The following objects are masked from 'package:Biobase':
## 
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## 
## Attaching package: 'DelayedArray'
## The following objects are masked from 'package:matrixStats':
## 
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## The following objects are masked from 'package:base':
## 
##     aperm, apply, rowsum
library(SingleCellExperiment)
load(paste0(prefix, "_counts.RData"))

no_of_detected_gene_per_sample <- colSums(ddata > 0) 
fivenum(no_of_detected_gene_per_sample)
## Lib90_03929 Lib90_02879 Lib90_01390 Lib90_01213 Lib90_00000 
##        1328        3649        4437        5135        7549
ddata <- EDASeq::betweenLaneNormalization(as.matrix(ddata), which = "full", round = FALSE)
# apply the AWS-transformation 
tmp <- rowSums(ddata)
sum(tmp > 0)
## [1] 11786
tmp <- colSums(ddata)
sum(tmp > 0)
## [1] 3918
exprData <- awst(ddata, poscount = TRUE, full_quantile = TRUE)
sum(is.na(rowSums(exprData)))
## [1] 0
sum(is.na(colSums(exprData)))
## [1] 0
save(exprData, prefix, file = paste0(prefix, "_expression.RData"))

nrow_exprData <- nrow(exprData)
ncol_exprData <- ncol(exprData)

# library(irlba)
# pprcomp <- prcomp_irlba(exprData, 5) # Run PC analysis
# 
# set.seed(2020) 
# ans_Rtsne <- Rtsne(exprData, pca = FALSE) # Run TSNE
# 
# set.seed(2020) 
# ans_umap <- umap(exprData) # Run Umap
# 
# save(nrow_exprData, ncol_exprData, annotation.df,
#      pprcomp, ans_Rtsne, ans_umap, prefix, 
#      file = paste0(prefix, "_expression_working.RData"))

save(nrow_exprData, ncol_exprData, annotation.df, prefix,
     file = paste0(prefix, "_expression_working.RData"))
load(paste0(prefix, "_counts.RData"))
load(paste0(prefix, "_expression.RData"))

# get random subset (to be removed)
set.seed(135)
cellidx <- sample(colnames(ddata), 100)
ddata <- ddata[,cellidx]
annotation.df <- annotation.df[cellidx,]

# awst (exprData)
system.time({
  fq <- EDASeq::betweenLaneNormalization(as.matrix(ddata), which = "full", round = FALSE)
  exprData <- awst(fq, poscount = TRUE, full_quantile = TRUE)
})

user system elapsed 0.229 0.008 0.237

exprData_gf <- awst::gene_filter(exprData, heterogeneity_threshold = .1)
dim(exprData_gf)

[1] 100 6068

# VST
library(DESeq2)

get_hvg <- function(mat, k=1000) {
  vars <- matrixStats::rowVars(mat)
  names(vars) <- rownames(mat)
  vars <- sort(vars, decreasing = TRUE)
  mat <- mat[names(vars)[seq_len(k)],]
  return(mat)
}

dds <- DESeqDataSetFromMatrix(ddata, colData = annotation.df,
                              design = ~1)
# dds <- estimateSizeFactors(dds)
# dds <- estimateDispersions(dds)

system.time({
  vst <- varianceStabilizingTransformation(dds, blind=FALSE)
  vst <- assay(vst)
  vst1000 <- get_hvg(vst, k=1000)
  vst2500 <- get_hvg(vst, k=2500)
  vst5000 <- get_hvg(vst, k=5000)
})

user system elapsed 10.108 6.315 7.171

system.time({
  # rlog
  rld <- rlog(dds, blind=FALSE)
  rld <- assay(rld)
  rld1000 <- get_hvg(rld, k=1000)
  rld2500 <- get_hvg(rld, k=2500)
  rld5000 <- get_hvg(rld, k=5000)
})
## rlog() may take a long time with 50 or more samples,
## vst() is a much faster transformation
user   system  elapsed 

2916.428 4490.710 321.190

# Townes
library(scry)
library(SingleCellExperiment)

system.time({
  sce <- SingleCellExperiment(assays = list(counts = ddata),
                              colData = annotation.df)
  sce <- nullResiduals(sce, assay="counts", type="deviance")
  sce <- nullResiduals(sce, assay="counts", type="pearson")
  
  res_deviance <- assay(sce, "binomial_deviance_residuals")
  # res_deviance <- get_hvg(res_deviance)
  res_pearson <- assay(sce, "binomial_pearson_residuals")
  # res_pearson <- get_hvg(res_deviance)
})

user system elapsed 2.292 4.313 0.351

# CPM
system.time({
  cpm <- t(get_CPM(ddata))
  cpm1000 <- get_hvg(cpm, k=1000)
  cpm2500 <- get_hvg(cpm, k=2500)
  cpm5000 <- get_hvg(cpm, k=5000)
})

user system elapsed 0.065 0.000 0.065

# raw
raw <- as.matrix(ddata)

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
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## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

sc_10x

## CELL_000955 CELL_000658 CELL_000652 CELL_000332 CELL_000025 
##        6668        8553        9073        9562       11314
## [1] 16468
## [1] 902
## [1] 0
## [1] 0

user system elapsed 0.322 0.000 0.321 [1] 100 15028 user system elapsed 14.286 10.087 9.654

## rlog() may take a long time with 50 or more samples,
## vst() is a much faster transformation
user   system  elapsed 

4279.531 6635.071 475.766 user system elapsed 2.963 4.715 0.412 user system elapsed 0.091 0.000 0.091

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

RNAmix_celseq2

## 
## mix 1-2   mix 3   mix 4   mix 5   mix 6   mix 7   mix 8 
##      82      45      45      44      40      45      39
##      J1      P5     G12     I23     C23 
##  3259.0  5664.5  7033.0  8557.0 11073.0
## [1] 14795
## [1] 340
## [1] 0
## [1] 0

user system elapsed 0.302 0.000 0.302 [1] 100 6228

## -- note: fitType='parametric', but the dispersion trend was not well captured by the
##    function: y = a/x + b, and a local regression fit was automatically substituted.
##    specify fitType='local' or 'mean' to avoid this message next time.

user system elapsed 23.094 25.536 10.663

## rlog() may take a long time with 50 or more samples,
## vst() is a much faster transformation
## -- note: fitType='parametric', but the dispersion trend was not well captured by the
##    function: y = a/x + b, and a local regression fit was automatically substituted.
##    specify fitType='local' or 'mean' to avoid this message next time.
user   system  elapsed 

3038.454 4631.142 336.470 user system elapsed 2.750 4.572 0.372 user system elapsed 0.086 0.000 0.087

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

cellmix3

## 
## 009 018 027 036 045 054 063 072 081 090 108 111 117 171 180 207 225 252 270 306 
##  18   4   4   5   4   4   4   4   3  10   5   2  18  18   4   5  20  17   4   5 
## 333 360 405 450 504 522 540 603 630 702 711 720 801 810 900 
##  30   5   3   4   5  17   4   5   2   4  16   4   4   5  19
## 
##   balanced      H1975  H1975High   H1975Low      H2228  H2228High   H2228Low 
##         32         19         33         33         10         34         33 
##     HCC827 HCC827High  HCC827Low 
##         18         37         36
##   J2   G6  P19  M12  E17 
## 1604 2660 3371 4205 8325
## [1] 14052
## [1] 285
## [1] 0
## [1] 0

user system elapsed 0.287 0.000 0.287 [1] 100 3855

## -- note: fitType='parametric', but the dispersion trend was not well captured by the
##    function: y = a/x + b, and a local regression fit was automatically substituted.
##    specify fitType='local' or 'mean' to avoid this message next time.

user system elapsed 13.620 8.450 9.473

## rlog() may take a long time with 50 or more samples,
## vst() is a much faster transformation
## -- note: fitType='parametric', but the dispersion trend was not well captured by the
##    function: y = a/x + b, and a local regression fit was automatically substituted.
##    specify fitType='local' or 'mean' to avoid this message next time.
user   system  elapsed 

3643.982 5643.668 402.385 user system elapsed 2.483 4.290 0.353 user system elapsed 0.092 0.000 0.092

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

cellmix4

## 
##   balanced      H1975  H1975High   H1975Low      H2228  H2228High   H2228Low 
##         33         19         33         33         10         34         34 
##     HCC827 HCC827High  HCC827Low 
##         18         38         36
##      H9     H16     C10     A19      I6 
##  2382.0  4022.0  4914.5  5906.0 11816.0
## [1] 15146
## [1] 288
## [1] 0
## [1] 0

user system elapsed 0.314 0.000 0.315 [1] 100 5353

## -- note: fitType='parametric', but the dispersion trend was not well captured by the
##    function: y = a/x + b, and a local regression fit was automatically substituted.
##    specify fitType='local' or 'mean' to avoid this message next time.

user system elapsed 28.299 35.998 11.016

## rlog() may take a long time with 50 or more samples,
## vst() is a much faster transformation
## -- note: fitType='parametric', but the dispersion trend was not well captured by the
##    function: y = a/x + b, and a local regression fit was automatically substituted.
##    specify fitType='local' or 'mean' to avoid this message next time.
user   system  elapsed 

3551.861 5455.495 391.915 user system elapsed 2.645 4.694 0.378 user system elapsed 0.049 0.050 0.100

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable

## Warning in anova.lm(fit): ANOVA F-tests on an essentially perfect fit are
## unreliable
## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

## Warning in summary.lm(fit): essentially perfect fit: summary may be unreliable

Session info

sessionInfo()
## R version 4.0.0 (2020-04-24)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 18.04.4 LTS
## 
## Matrix products: default
## BLAS/LAPACK: /usr/lib/x86_64-linux-gnu/libopenblasp-r0.2.20.so
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=C             
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] stats4    parallel  stats     graphics  grDevices utils     datasets 
## [8] methods   base     
## 
## other attached packages:
##  [1] cluster_2.1.0               scry_1.0.1                 
##  [3] DESeq2_1.28.1               SingleCellExperiment_1.10.1
##  [5] EDASeq_2.22.0               ShortRead_1.46.0           
##  [7] GenomicAlignments_1.24.0    SummarizedExperiment_1.18.2
##  [9] DelayedArray_0.14.1         matrixStats_0.56.0         
## [11] Rsamtools_2.4.0             GenomicRanges_1.40.0       
## [13] GenomeInfoDb_1.24.2         Biostrings_2.56.0          
## [15] XVector_0.28.0              IRanges_2.22.2             
## [17] S4Vectors_0.26.1            BiocParallel_1.22.0        
## [19] Biobase_2.48.0              BiocGenerics_0.34.0        
## [21] awst_0.0.4                  knitr_1.28                 
## [23] BiocManager_1.30.10        
## 
## loaded via a namespace (and not attached):
##  [1] bitops_1.0-6           bit64_0.9-7            RColorBrewer_1.1-2    
##  [4] progress_1.2.2         httr_1.4.1             tools_4.0.0           
##  [7] R6_2.4.1               colorspace_1.4-1       DBI_1.1.0             
## [10] tidyselect_1.1.0       prettyunits_1.1.1      bit_1.1-15.2          
## [13] curl_4.3               compiler_4.0.0         rtracklayer_1.48.0    
## [16] scales_1.1.1           genefilter_1.70.0      askpass_1.1           
## [19] rappdirs_0.3.1         DESeq_1.39.0           stringr_1.4.0         
## [22] digest_0.6.25          rmarkdown_2.2          R.utils_2.9.2         
## [25] jpeg_0.1-8.1           pkgconfig_2.0.3        htmltools_0.4.0       
## [28] dbplyr_1.4.4           rlang_0.4.6            RSQLite_2.2.0         
## [31] generics_0.0.2         hwriter_1.3.2          dplyr_1.0.0           
## [34] R.oo_1.23.0            RCurl_1.98-1.2         magrittr_1.5          
## [37] GenomeInfoDbData_1.2.3 Matrix_1.2-18          munsell_0.5.0         
## [40] Rcpp_1.0.4.6           lifecycle_0.2.0        R.methodsS3_1.8.0     
## [43] stringi_1.4.6          yaml_2.2.1             MASS_7.3-51.6         
## [46] zlibbioc_1.34.0        BiocFileCache_1.12.1   grid_4.0.0            
## [49] blob_1.2.1             crayon_1.3.4           lattice_0.20-41       
## [52] splines_4.0.0          GenomicFeatures_1.40.1 annotate_1.66.0       
## [55] hms_0.5.3              locfit_1.5-9.4         pillar_1.4.4          
## [58] geneplotter_1.66.0     biomaRt_2.44.1         XML_3.99-0.3          
## [61] glue_1.4.1             evaluate_0.14          latticeExtra_0.6-29   
## [64] png_0.1-7              vctrs_0.3.1            gtable_0.3.0          
## [67] openssl_1.4.1          purrr_0.3.4            assertthat_0.2.1      
## [70] ggplot2_3.3.1          xfun_0.14              aroma.light_3.18.0    
## [73] xtable_1.8-4           survival_3.1-12        glmpca_0.2.0          
## [76] tibble_3.0.1           AnnotationDbi_1.50.3   memoise_1.1.0         
## [79] ellipsis_0.3.1

Table

where what silhouette NDE R2
raw sc_10x_5cl 0.0666 1908 0.3634
cpm sc_10x_5cl 0.0462 1592 0.3846
cpm1000 sc_10x_5cl 0.1657 501 0.4626
cpm2500 sc_10x_5cl 0.0779 809 0.4331
cpm5000 sc_10x_5cl 0.0507 1144 0.4095
fq sc_10x_5cl 0.0832 1728 0.3845
awst sc_10x_5cl 0.0990 1226 0.3779
awst_gf sc_10x_5cl 0.1021 1127 0.3851
vst sc_10x_5cl 0.0731 1840 0.3891
vst1000 sc_10x_5cl 0.2170 653 0.4676
vst2500 sc_10x_5cl 0.1386 984 0.4292
vst5000 sc_10x_5cl 0.0947 1287 0.4127
rlog sc_10x_5cl 0.1427 1997 0.3857
rlog1000 sc_10x_5cl 0.2606 724 0.4755
rlog2500 sc_10x_5cl 0.1957 1212 0.4260
rlog5000 sc_10x_5cl 0.1576 1589 0.4072
deviance sc_10x_5cl 0.1370 2079 0.3833
pearson sc_10x_5cl 0.1232 1917 0.3727
raw sc_10x 0.1194 3833 0.3549
cpm sc_10x 0.0734 3629 0.3625
cpm1000 sc_10x 0.3120 724 0.4857
cpm2500 sc_10x 0.2535 1554 0.4273
cpm5000 sc_10x 0.1721 2379 0.3933
fq sc_10x 0.1180 3869 0.3680
awst sc_10x 0.1286 3529 0.3541
awst_gf sc_10x 0.1288 3506 0.3543
vst sc_10x 0.1207 3927 0.3694
vst1000 sc_10x 0.3123 808 0.5353
vst2500 sc_10x 0.2494 1754 0.4504
vst5000 sc_10x 0.1886 2490 0.4102
rlog sc_10x 0.1567 4318 0.3612
rlog1000 sc_10x 0.3071 798 0.5486
rlog2500 sc_10x 0.2575 1820 0.4592
rlog5000 sc_10x 0.2086 2808 0.4058
deviance sc_10x 0.2050 4148 0.3611
pearson sc_10x 0.1677 3915 0.3444
raw RNAmix_celseq2 -0.0415 298 0.3708
cpm RNAmix_celseq2 -0.0151 418 0.3947
cpm1000 RNAmix_celseq2 -0.0580 245 0.4331
cpm2500 RNAmix_celseq2 -0.0700 299 0.4193
cpm5000 RNAmix_celseq2 -0.0520 352 0.4093
fq RNAmix_celseq2 -0.0118 545 0.4027
awst RNAmix_celseq2 -0.0083 369 0.3795
awst_gf RNAmix_celseq2 -0.0031 352 0.3818
vst RNAmix_celseq2 -0.0184 583 0.4044
vst1000 RNAmix_celseq2 0.0209 302 0.4644
vst2500 RNAmix_celseq2 -0.0038 407 0.4337
vst5000 RNAmix_celseq2 -0.0161 492 0.4188
rlog RNAmix_celseq2 0.0118 660 0.4001
rlog1000 RNAmix_celseq2 0.0305 310 0.4475
rlog2500 RNAmix_celseq2 0.0191 416 0.4221
rlog5000 RNAmix_celseq2 0.0143 501 0.4096
deviance RNAmix_celseq2 0.0093 678 0.3976
pearson RNAmix_celseq2 0.0086 668 0.3964
raw cellmix3 -0.0371 96 0.3518
cpm cellmix3 -0.0091 56 0.3695
cpm1000 cellmix3 -0.0517 27 0.3894
cpm2500 cellmix3 -0.0308 30 0.3825
cpm5000 cellmix3 -0.0183 33 0.3813
fq cellmix3 -0.0167 66 0.3761
awst cellmix3 -0.0200 35 0.3771
awst_gf cellmix3 -0.0135 31 0.3812
vst cellmix3 -0.0408 73 0.3775
vst1000 cellmix3 -0.0488 39 0.3986
vst2500 cellmix3 -0.0467 51 0.3889
vst5000 cellmix3 -0.0445 54 0.3884
rlog cellmix3 -0.0053 90 0.3817
rlog1000 cellmix3 -0.0122 50 0.4036
rlog2500 cellmix3 -0.0086 69 0.3933
rlog5000 cellmix3 -0.0067 73 0.3921
deviance cellmix3 -0.0275 101 0.3913
pearson cellmix3 -0.0055 93 0.3909
raw cellmix4 -0.0424 178 0.4030
cpm cellmix4 -0.0184 142 0.4096
cpm1000 cellmix4 -0.0963 57 0.3938
cpm2500 cellmix4 -0.0752 61 0.3901
cpm5000 cellmix4 -0.0481 69 0.3881
fq cellmix4 -0.0284 208 0.4530
awst cellmix4 -0.0315 261 0.5450
awst_gf cellmix4 -0.0232 78 0.3840
vst cellmix4 -0.0515 202 0.4367
vst1000 cellmix4 -0.0599 76 0.4217
vst2500 cellmix4 -0.0602 92 0.4156
vst5000 cellmix4 -0.0575 105 0.4127
rlog cellmix4 -0.0062 260 0.4101
rlog1000 cellmix4 -0.0159 88 0.4330
rlog2500 cellmix4 -0.0115 110 0.4278
rlog5000 cellmix4 -0.0076 136 0.4190
deviance cellmix4 -0.0120 236 0.4340
pearson cellmix4 -0.0047 255 0.4511
knitr::knit_exit()